Context Quality Gate

Thought Snippet · 2026-06-22 · 12:30 PM PT

A context optimization that saves tokens but drops the file, test, or citation that mattered is not optimization. The useful pattern is measurement first: count tool-schema cost, select the smallest tool surface that can still do the job, and keep a quality gate beside the token gate. For coding work, that means the agent still finds the right files and preserves source truth. For governance or memory work, it means recall stays advisory until current sources verify it. The next useful move is not a broader cache or another retriever. It is making the measurement repeatable enough that every proposed context cut has to prove it did not make the work worse.

Tags: #systems #execution #infra